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Datasets

The default datasets supported by the AIF 360 toolkit are listed below. Please note that the raw data files are NOT provided with the toolkit. Please follow the instructions given for each dataset in its corresponding README file

  1. Adult / Census Income

    Source: https://archive.ics.uci.edu/ml/datasets/adult

    Download instructions: See raw/adult/README.md

  2. German Credit Data

    Source: https://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29

    Download instructions: See raw/german/README.md

  3. ProPublica Recidivism/COMPAS

    Source: https://github.com/propublica/compas-analysis

    Download instructions: See raw/compas/README.md

  4. Bank marketing

    Source: https://archive.ics.uci.edu/ml/datasets/Bank+Marketing

    Download instructions: See raw/bank/README.md

  5. Medical Expenditure Panel Survey Data

    Source: https://meps.ahrq.gov/mepsweb/

    Download instructions: See raw/meps/README.md